Failed to install pytorch with CUDA 11.8, Pytorch 2.2.2
Author: LucasColasCreated Feb 3, 2025Updated Oct 11, 2025
Bugs / Unexpected behaviors
I tried to install pytorch3d with anaconda and pip but it doesn't work.
Instructions To Reproduce the Issue:
conda create --name myenv python=3.8
conda activate myenv
conda install cudatoolkit=11.8 -c conda-forge
conda install cudatoolkit=11.8 -c nvidia
conda install pytorch==2.2.2 torchvision==0.17.2 torchaudio==2.2.2 pytorch-cuda=11.8 -c pytorch -c nvidia
pip install torch-scatter -f https://data.pyg.org/whl/torch-2.2.2+cu118.html
conda install -c iopath iopath
pip install "git+https://github.com/facebookresearch/pytorch3d.git@stable"Full log :
Collecting git+https://github.com/facebookresearch/pytorch3d.git@stable
Cloning https://github.com/facebookresearch/pytorch3d.git (to revision stable) to c:\\\users\lucas\appdata\local\temp\pip-req-build-84jedec7
Running command git clone --filter=blob:none --quiet https://github.com/facebookresearch/pytorch3d.git 'C:\Users\lucas\AppData\Local\Temp\pip-req-build-84jedec7'
Running command git checkout -q 75ebeeaea0908c5527e7b1e305fbc7681382db47
Resolved https://github.com/facebookresearch/pytorch3d.git to commit 75ebeeaea0908c5527e7b1e305fbc7681382db47
Preparing metadata (setup.py) ... done
Requirement already satisfied: iopath in c:\\\users\lucas\anaconda3\envs\env\lib\site-packages (from pytorch3d==0.7.8) (0.1.9)
Requirement already satisfied: tqdm in c:\\\users\lucas\anaconda3\envs\env\lib\site-packages (from iopath->pytorch3d==0.7.8) (4.66.5)
Requirement already satisfied: portalocker in c:\\\users\lucas\anaconda3\envs\env\lib\site-packages (from iopath->pytorch3d==0.7.8) (2.3.0)
Requirement already satisfied: pywin32!=226 in c:\\\users\lucas\anaconda3\envs\env\lib\site-packages (from portalocker->iopath->pytorch3d==0.7.8) (305.1)
Requirement already satisfied: colorama in c:\\\users\lucas\anaconda3\envs\env\lib\site-packages (from tqdm->iopath->pytorch3d==0.7.8) (0.4.6)
Building wheels for collected packages: pytorch3d
Building wheel for pytorch3d (setup.py) ... error
error: subprocess-exited-with-error
× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [267 lines of output]
running bdist_wheel
C:\Users\lucas\anaconda3\envs\env\lib\site-packages\torch\\\utils\cpp_extension.py:500: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend.
warnings.warn(msg.format('we could not find ninja.'))
running build
running build_py
creating build\lib.win-amd64-cpython-38\projects
copying projects\__init__.py -> build\lib.win-amd64-cpython-38\projects
creating build\lib.win-amd64-cpython-38\pytorch3d
copying pytorch3d\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d
creating build\lib.win-amd64-cpython-38\pytorch3d\common
copying pytorch3d\common\compat.py -> build\lib.win-amd64-cpython-38\pytorch3d\common
copying pytorch3d\common\datatypes.py -> build\lib.win-amd64-cpython-38\pytorch3d\common
copying pytorch3d\common\linear_with_repeat.py -> build\lib.win-amd64-cpython-38\pytorch3d\common
copying pytorch3d\common\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\common
creating build\lib.win-amd64-cpython-38\pytorch3d\datasets
copying pytorch3d\datasets\shapenet_base.py -> build\lib.win-amd64-cpython-38\pytorch3d\datasets
copying pytorch3d\datasets\\\utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\datasets
copying pytorch3d\datasets\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\datasets
creating build\lib.win-amd64-cpython-38\pytorch3d\implicitron
copying pytorch3d\implicitron\eval_demo.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron
copying pytorch3d\implicitron\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron
creating build\lib.win-amd64-cpython-38\pytorch3d\io
copying pytorch3d\io\experimental_gltf_io.py -> build\lib.win-amd64-cpython-38\pytorch3d\io
copying pytorch3d\io\mtl_io.py -> build\lib.win-amd64-cpython-38\pytorch3d\io
copying pytorch3d\io\obj_io.py -> build\lib.win-amd64-cpython-38\pytorch3d\io
copying pytorch3d\io\off_io.py -> build\lib.win-amd64-cpython-38\pytorch3d\io
copying pytorch3d\io\pluggable.py -> build\lib.win-amd64-cpython-38\pytorch3d\io
copying pytorch3d\io\pluggable_formats.py -> build\lib.win-amd64-cpython-38\pytorch3d\io
copying pytorch3d\io\ply_io.py -> build\lib.win-amd64-cpython-38\pytorch3d\io
copying pytorch3d\io\\\utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\io
copying pytorch3d\io\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\io
creating build\lib.win-amd64-cpython-38\pytorch3d\loss
copying pytorch3d\loss\chamfer.py -> build\lib.win-amd64-cpython-38\pytorch3d\loss
copying pytorch3d\loss\mesh_edge_loss.py -> build\lib.win-amd64-cpython-38\pytorch3d\loss
copying pytorch3d\loss\mesh_laplacian_smoothing.py -> build\lib.win-amd64-cpython-38\pytorch3d\loss
copying pytorch3d\loss\mesh_normal_consistency.py -> build\lib.win-amd64-cpython-38\pytorch3d\loss
copying pytorch3d\loss\point_mesh_distance.py -> build\lib.win-amd64-cpython-38\pytorch3d\loss
copying pytorch3d\loss\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\loss
creating build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\ball_query.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\cameras_alignment.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\cubify.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\graph_conv.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\interp_face_attrs.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\iou_box3d.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\knn.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\laplacian_matrices.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\marching_cubes.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\marching_cubes_data.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\mesh_face_areas_normals.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\mesh_filtering.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\packed_to_padded.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\perspective_n_points.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\points_alignment.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\points_normals.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\points_to_volumes.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\sample_farthest_points.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\sample_points_from_meshes.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\subdivide_meshes.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\\\utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\vert_align.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
copying pytorch3d\ops\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\ops
creating build\lib.win-amd64-cpython-38\pytorch3d\renderer
copying pytorch3d\renderer\blending.py -> build\lib.win-amd64-cpython-38\pytorch3d\renderer
copying pytorch3d\renderer\cameras.py -> build\lib.win-amd64-cpython-38\pytorch3d\renderer
copying pytorch3d\renderer\camera_conversions.py -> build\lib.win-amd64-cpython-38\pytorch3d\renderer
copying pytorch3d\renderer\camera_utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\renderer
copying pytorch3d\renderer\compositing.py -> build\lib.win-amd64-cpython-38\pytorch3d\renderer
copying pytorch3d\renderer\fisheyecameras.py -> build\lib.win-amd64-cpython-38\pytorch3d\renderer
copying pytorch3d\renderer\lighting.py -> build\lib.win-amd64-cpython-38\pytorch3d\renderer
copying pytorch3d\renderer\materials.py -> build\lib.win-amd64-cpython-38\pytorch3d\renderer
copying pytorch3d\renderer\splatter_blend.py -> build\lib.win-amd64-cpython-38\pytorch3d\renderer
copying pytorch3d\renderer\\\utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\renderer
copying pytorch3d\renderer\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\renderer
creating build\lib.win-amd64-cpython-38\pytorch3d\structures
copying pytorch3d\structures\meshes.py -> build\lib.win-amd64-cpython-38\pytorch3d\structures
copying pytorch3d\structures\pointclouds.py -> build\lib.win-amd64-cpython-38\pytorch3d\structures
copying pytorch3d\structures\\\utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\structures
copying pytorch3d\structures\volumes.py -> build\lib.win-amd64-cpython-38\pytorch3d\structures
copying pytorch3d\structures\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\structures
creating build\lib.win-amd64-cpython-38\pytorch3d\transforms
copying pytorch3d\transforms\math.py -> build\lib.win-amd64-cpython-38\pytorch3d\transforms
copying pytorch3d\transforms\rotation_conversions.py -> build\lib.win-amd64-cpython-38\pytorch3d\transforms
copying pytorch3d\transforms\se3.py -> build\lib.win-amd64-cpython-38\pytorch3d\transforms
copying pytorch3d\transforms\so3.py -> build\lib.win-amd64-cpython-38\pytorch3d\transforms
copying pytorch3d\transforms\transform3d.py -> build\lib.win-amd64-cpython-38\pytorch3d\transforms
copying pytorch3d\transforms\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\transforms
creating build\lib.win-amd64-cpython-38\pytorch3d\\\utils
copying pytorch3d\\\utils\camera_conversions.py -> build\lib.win-amd64-cpython-38\pytorch3d\\\utils
copying pytorch3d\\\utils\checkerboard.py -> build\lib.win-amd64-cpython-38\pytorch3d\\\utils
copying pytorch3d\\\utils\ico_sphere.py -> build\lib.win-amd64-cpython-38\pytorch3d\\\utils
copying pytorch3d\\\utils\torus.py -> build\lib.win-amd64-cpython-38\pytorch3d\\\utils
copying pytorch3d\\\utils\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\\\utils
creating build\lib.win-amd64-cpython-38\pytorch3d\vis
copying pytorch3d\vis\plotly_vis.py -> build\lib.win-amd64-cpython-38\pytorch3d\vis
copying pytorch3d\vis\texture_vis.py -> build\lib.win-amd64-cpython-38\pytorch3d\vis
copying pytorch3d\vis\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\vis
creating build\lib.win-amd64-cpython-38\pytorch3d\common\workaround
copying pytorch3d\common\workaround\symeig3x3.py -> build\lib.win-amd64-cpython-38\pytorch3d\common\workaround
copying pytorch3d\common\workaround\\\utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\common\workaround
copying pytorch3d\common\workaround\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\common\workaround
creating build\lib.win-amd64-cpython-38\pytorch3d\datasets\r2n2
copying pytorch3d\datasets\r2n2\r2n2.py -> build\lib.win-amd64-cpython-38\pytorch3d\datasets\r2n2
copying pytorch3d\datasets\r2n2\\\utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\datasets\r2n2
copying pytorch3d\datasets\r2n2\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\datasets\r2n2
creating build\lib.win-amd64-cpython-38\pytorch3d\datasets\shapenet
copying pytorch3d\datasets\shapenet\shapenet_core.py -> build\lib.win-amd64-cpython-38\pytorch3d\datasets\shapenet
copying pytorch3d\datasets\shapenet\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\datasets\shapenet
creating build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\blender_dataset_map_provider.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\dataset_base.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\dataset_map_provider.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\data_loader_map_provider.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\data_source.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\frame_data.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\json_index_dataset.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\json_index_dataset_map_provider.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\json_index_dataset_map_provider_v2.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\llff_dataset_map_provider.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\load_blender.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\load_llff.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\orm_types.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\rendered_mesh_dataset_map_provider.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\scene_batch_sampler.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\single_sequence_dataset.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\sql_dataset.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\sql_dataset_provider.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\train_eval_data_loader_provider.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\types.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\\\utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\visualize.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
copying pytorch3d\implicitron\dataset\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\dataset
creating build\lib.win-amd64-cpython-38\pytorch3d\implicitron\evaluation
copying pytorch3d\implicitron\evaluation\evaluate_new_view_synthesis.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\evaluation
copying pytorch3d\implicitron\evaluation\evaluator.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\evaluation
copying pytorch3d\implicitron\evaluation\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\evaluation
creating build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models
copying pytorch3d\implicitron\models\base_model.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models
copying pytorch3d\implicitron\models\generic_model.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models
copying pytorch3d\implicitron\models\metrics.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models
copying pytorch3d\implicitron\models\model_dbir.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models
copying pytorch3d\implicitron\models\overfit_model.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models
copying pytorch3d\implicitron\models\\\utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models
copying pytorch3d\implicitron\models\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models
creating build\lib.win-amd64-cpython-38\pytorch3d\implicitron\third_party
copying pytorch3d\implicitron\third_party\hyperlayers.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\third_party
copying pytorch3d\implicitron\third_party\pytorch_prototyping.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\third_party
copying pytorch3d\implicitron\third_party\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\third_party
creating build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\camera_utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\circle_fitting.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\config.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\depth_cleanup.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\eval_video_trajectory.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\image_utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\metric_utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\model_io.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\point_cloud_utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\rasterize_mc.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\stats.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\\\utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\video_writer.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\vis_utils.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
copying pytorch3d\implicitron\tools\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\tools
creating build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models\feature_extractor
copying pytorch3d\implicitron\models\feature_extractor\feature_extractor.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models\feature_extractor
copying pytorch3d\implicitron\models\feature_extractor\resnet_feature_extractor.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models\feature_extractor
copying pytorch3d\implicitron\models\feature_extractor\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models\feature_extractor
creating build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models\global_encoder
copying pytorch3d\implicitron\models\global_encoder\autodecoder.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models\global_encoder
copying pytorch3d\implicitron\models\global_encoder\global_encoder.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models\global_encoder
copying pytorch3d\implicitron\models\global_encoder\__init__.py -> build\lib.win-amd64-cpython-38\pytorch3d\implicitron\models\global_encoder
creating build\lib.win-amd64-cpython-38\pytorch3d\implicitSource: facebookresearch/pytorch3d